Mr. Muliang Zhu Profile

Muliang Zhu

at Georgia Institute of Technology

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Author

Publications (11)

Proceedings Article | 17 March 2023 Poster

Predictions of nonlinear generation from dielectric metasurfaces using a convolutional neural network

Muliang Zhu, Mohammadreza Zandehshahvar, Yashar Kiarashinejad, Sajjad Abdollahramezani, Ali Adibi

Proceedings Volume PC12431, PC1243119 (2023) https://doi.org/10.1117/12.2661614

KEYWORDS: Dielectrics, Convolutional neural networks, Silicon, Near infrared, Ultrafast phenomena, Third-harmonic generation, Physics, Optical simulations, Nanotechnology, Nanostructures

Proceedings Article | 17 March 2023 Presentation

Optical Kerr effect in harmonic generation metasurfaces featuring quasibound states of continuum

Muliang Zhu, Chentao Li, Sajjad Abdollahramezani, Tianren Fan, Xi Wu, Todd Walters, Devin Brown, Kirsten Masselink, Yolande Berta, Hayk Harutyunyan, Ali Adibi

Proceedings Volume PC12431, PC1243111 (2023) https://doi.org/10.1117/12.2661615

KEYWORDS: Harmonic generation, Amorphous silicon, Third-harmonic generation, Spectroscopy, Refractive index, Photonics, Nonlinear optics, Near infrared, Nanophotonics, Kerr effect

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Proceedings Article | 17 March 2023 Presentation

Metric learning: a new approach for defining similarity measures for nanophotonics

Mohammadreza Zandehshahvar, Yashar Kiarashi, Muliang Zhu, Daqian Bao, Mohammad Hadigheh Javani, Reza Pourabolghasem, Ali Adibi

Proceedings Volume PC12431, PC124310P (2023) https://doi.org/10.1117/12.2661572

KEYWORDS: Nanophotonics

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Proceedings Article | 15 March 2023 Presentation + Paper

New paradigms in manifold learning for knowledge discovery and inverse design of photonic nanostructures

Mohammadreza Zandehshahvar, Mohammad Hadigheh Javani, Yashar Kiarashi, Muliang Zhu, Tyler Brown, Daqian Bao, Mahmoodreza Marzban, Reza Pourabolghasem, Ali Adibi

Proceedings Volume 12430, 1243009 (2023) https://doi.org/10.1117/12.2662754

KEYWORDS: Design and modelling, Machine learning, Photonic nanostructures, Nanophotonics, Knowledge discovery, Modeling, Silica, Nanostructures, Thin films, Computer aided design

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Proceedings Article | 5 March 2022 Presentation

Dynamically tunable all-dielectric nonlinear metasurfaces incorporating phase-change chalcogenides

Muliang Zhu, Sajjad Abdollahramezani, Yuankai Tang, Guoce Yang, Chentao Li, Tianren Fan, Xi Wu, Hayk Harutyunyan, Ali Adibi

Proceedings Volume PC12010, PC120100F (2022) https://doi.org/10.1117/12.2617557

KEYWORDS: Chalcogenides, Switches, Modulation, Transparency, Third-harmonic generation, Silicon, Refraction, Phase shift keying, Optical computing, Optical communications

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Proceedings Article | 4 March 2022 Presentation + Paper

Second harmonic generation enhanced with inversely designed plasmonics for nonlinear metamaterials

Lakshmi Raju, Kyu-tae Lee, Zhaocheng Liu, Dayu Zhu, Muliang Zhu, Ekaterina Poutrina, Augustine Urbas, Wenshan Cai

Proceedings Volume 11985, 1198507 (2022) https://doi.org/10.1117/12.2607644

KEYWORDS: Second-harmonic generation, Plasmonics, Polarization, Control systems, Gold, Metamaterials, Nonlinear optics, Nonlinear metamaterials, Composites, Structural design

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Proceedings Article | 3 August 2021 Presentation

Latent learning for design and knowledge discovery in nanophotonics

Yashar Kiarashi, Mohammadreza Zandehshahvar, Muliang Zhu, Hossein Maleki, Sajjad Abdollahramezani, Tyler Brown, Reid Barton, Ali Adibi

Proceedings Volume 11795, 1179505 (2021) https://doi.org/10.1117/12.2595199

KEYWORDS: Nanophotonics, Knowledge discovery, Physics, Nanostructures, Light-matter interactions

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Proceedings Article | 5 March 2021 Presentation

Revealing the hidden capacity of artificial intelligence in nanoscience: physics-driven metric learning

Hossein Maleki, Mohammadreza Zandehshahvar, Yashar Kiarashi, Muliang Zhu, Ali Adibi

Proceedings Volume 11694, 116940O (2021) https://doi.org/10.1117/12.2590756

KEYWORDS: Signal attenuation, Machine learning, Evolutionary algorithms, Artificial intelligence, Nanophotonics, Photonic nanostructures, Performance modeling, Nanostructures, Knowledge discovery, Error analysis

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Proceedings Article | 5 March 2021 Presentation

Tunable third-harmonic generation using low-loss phase change chalcogenides

Muliang Zhu, Sajjad Abdollahramezani, Omid Hemmatyar, Ali Adibi

Proceedings Volume 11694, 116941V (2021) https://doi.org/10.1117/12.2590709

KEYWORDS: Third-harmonic generation, Chalcogenides, Silicon, Phase shift keying, Near infrared, Antimony, Visible radiation, Silica, Refractive index, Nonlinear optics

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Proceedings Article | 5 March 2021 Presentation

Reconfigurable hybrid plasmonic-dielectric metasurfaces

Sajjad Abdollahramezani, Omid Hemmatyar, Hossein Taghinejad, Muliang Zhu, Alexander Gallmon, Ali Adibi

Proceedings Volume 11694, 116941U (2021) https://doi.org/10.1117/12.2590717

KEYWORDS: Wavefronts, Relays, Plasmonics, Optical signal processing, Nanoparticles, Magnetism, Energy harvesting, Control systems, Absorption

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Proceedings Article | 5 March 2021 Presentation

Breaking the geometric complexity of nanostructures using manifold learning

Mohammadreza Zandehshahvar, Yashar Kiarashi, Muliang Zhu, Hossein Maleki, Tyler Brown, Ali Adibi

Proceedings Volume 11694, 116940S (2021) https://doi.org/10.1117/12.2590200

KEYWORDS: Nanostructures, Structural design, Nanolithography, Artificial intelligence, Silica, Physics, Photonic nanostructures, Nanotechnology, Nanophotonics, Fabrication

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Showing 5 of 11 publications

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